AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline auc 0.5 1.36
2_DecisionTree Decision Tree auc 0.519481 12.35
3_Linear Linear auc 0.559809 7.16
the best 4_Default_Xgboost Xgboost auc 0.622437 58.33
5_Default_NeuralNetwork Neural Network auc 0.583903 4.09
6_Default_RandomForest Random Forest auc 0.535031 14.64
Ensemble Ensemble auc 0.622437 0.78

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation